Polyaxon v3 is coming →Read about the upcoming v3 release →

Kafka

Practical guides, tutorials, and updates from the Polyaxon team.

Latest articles

The latest guides, tutorials, and product updates.

Build reproducible training snapshots from Kafka

Define a bounded Kafka record window, preserve its output and offset manifest, and run the snapshot job on Polyaxon.

DataOpsKafkaMLOps

Trigger Polyaxon workflows from Kafka events

Connect validated Kafka events to fixed Polyaxon operations with a durable submission ledger and replay handling.

MLOpsKafkaAutomation